Question 1

Who is Munna Suprathik?

Accepted Answer

Munna Suprathik is a Generative AI Engineer based in Bengaluru, India. He builds production RAG systems, multi-agent pipelines, and LLM-powered apps, and works across Claude, GPT, and Gemini.

Question 2

What does Munna Suprathik do?

Accepted Answer

He builds RAG systems, AI agents and chatbots, LLM-powered web apps, AI integrations into existing products, and Shopify stores. His deeper focus is agentic systems and automation with LangGraph, MCP, and A2A.

Question 3

Is Munna Suprathik available for hire?

Accepted Answer

Yes. He takes on freelance and contract work. The fastest way to reach him is email at hello@munnasuprathik.com or LinkedIn.

Question 4

What has Munna Suprathik built?

Accepted Answer

Live products include Tend, an agentic task app; Margam AI, a RAG study-abroad platform; Dissect, a viral-content analysis SaaS; and Quiccle, an AI discovery hub.

Question 5

What is Munna Suprathik's tech stack?

Accepted Answer

Python, LangChain, LlamaIndex, LangGraph, vector search, Pinecone, Cohere Rerank, HyDE, parent-child chunking, LLM-as-judge evaluation, function calling, MCP, A2A, and LoRA and PEFT fine-tuning. He builds across Claude, GPT, and Gemini.